Patrick Hemmer

According to our database, Patrick Hemmer authored at least 20 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Complementarity in Human-AI Collaboration: Concept, Sources, and Evidence.

Patrick Hemmer, Max Schemmer, Niklas Kühl, Michael Vössing, Gerhard Satzger

CoRR, 2024

On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration.

Philipp Spitzer, Joshua Holstein, Patrick Hemmer, Michael Vössing, Niklas Kühl, Dominik Martin, Gerhard Satzger

CoRR, 2024

The Role of Cognitive Styles for Explainable AI.

Lara Riefle, Patrick Hemmer, Carina Benz, Michael Vössing

Proceedings of the 32nd European Conference on Information Systems, 2024

Redefining the Laparoscopic Spatial Sense: AI-Based Intra- and Postoperative Measurement from Stereoimages.

Leopold Müller, Patrick Hemmer, Moritz Queisner, Igor Sauer, Simeon Allmendinger, Johannes Jakubik, Michael Vössing, Niklas Kühl

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation.

Simeon Allmendinger, Patrick Hemmer, Moritz Queisner, Igor Sauer, Leopold Müller, Johannes Jakubik, Michael Vössing, Niklas Kühl

CoRR, 2023

Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts.

Johannes Jakubik, Daniel Weber, Patrick Hemmer, Michael Vössing, Gerhard Satzger

Proceedings of the Digital Responsibility: Social, 2023

Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction.

Patrick Hemmer, Monika Westphal, Max Schemmer, Sebastian Vetter, Michael Vössing, Gerhard Satzger

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Towards Effective Human-AI Decision-Making: The Role of Human Learning in Appropriate Reliance on AI Advice.

Max Schemmer, Andrea Bartos, Philipp Spitzer, Patrick Hemmer, Niklas Kühl, Jonas Liebschner, Gerhard Satzger

Proceedings of the 44th International Conference on Information Systems, 2023

Learning to Defer with Limited Expert Predictions.

Patrick Hemmer, Lukas Thede, Michael Vössing, Johannes Jakubik, Niklas Kühl

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

On the Effect of Information Asymmetry in Human-AI Teams.

Patrick Hemmer, Max Schemmer, Niklas Kühl, Michael Vössing, Gerhard Satzger

CoRR, 2022

Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making.

Max Schemmer, Patrick Hemmer, Niklas Kühl, Carina Benz, Gerhard Satzger

CoRR, 2022

Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning.

Johannes Jakubik, Benedikt Blumenstiel, Michael Vössing, Patrick Hemmer

Proceedings of the WI for Grand Challenges, 2022

Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts.

Patrick Hemmer, Sebastian Schellhammer, Michael Vössing, Johannes Jakubik, Gerhard Satzger

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

On the Influence of Cognitive Styles on Users' Understanding of Explanations.

Lara Riefle, Patrick Hemmer, Carina Benz, Michael Vössing, Jannik Pries

Proceedings of the 43rd International Conference on Information Systems, 2022

Utilizing Active Machine Learning for Quality Assurance: A Case Study of Virtual Car Renderings in the Automotive Industry.

Patrick Hemmer, Niklas Kühl, Jakob Schoeffer

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Factors that Influence the Adoption of Human-AI Collaboration in Clinical Decision-Making.

Patrick Hemmer, Max Schemmer, Lara Riefle, Nico Rosellen, Michael Vössing, Niklas Kühl

Proceedings of the 30th European Conference on Information Systems, 2022

A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making.

Max Schemmer, Patrick Hemmer, Maximilian Nitsche, Niklas Kühl, Michael Vössing

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

Designing a Human-in-the-Loop System for Object Detection in Floor Plans.

Johannes Jakubik, Patrick Hemmer, Michael Vössing, Benedikt Blumenstiel, Andrea Bartos, Kamilla Mohr

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Human-AI Complementarity in Hybrid Intelligence Systems: A Structured Literature Review.

Patrick Hemmer, Max Schemmer, Michael Vössing, Niklas Kühl

Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

2020

DEAL: Deep Evidential Active Learning for Image Classification.

Patrick Hemmer, Niklas Kühl, Jakob Schöffer

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020